Kiani Galoogahi

Post Doc
Post Doctoral Associate

Former colleague

Contacts

via morego 30

About

I am currently a postdoctoral research associate at the Pattern Analysis and Computer Vision department of IIT, headed by Prof. Vittorio Murino.  I finished my Ph.D. under supervision of Prof. Terence Sim at the School of ComputingNational University of Singapore. During the Ph.D., I worked on different computer vision problems, including face analysis, visual object tracking, object detection and action recognition. In particular, my Ph.D. dissertation was about the theory and applications of Advanced Correlation Filters, where I proposed a new class of correlation filters for the tasks of pattern detection, tracking and action recognition. Currently, I am working on video analysis, specifically for crowd abnormality detection and action recognition, and the problem of person re-identification in surveillance data.

 

During my research, I have published several stron works in top tier vision conferences:

Violence Detection in Crowded Scenes using Substantial Derivative,
Sadegh Mohammadi, Hamed Kiani, Alessandro Perina, and Vittorio Murino.
AVSS 2015.

Abnormality Detection with Improved Histogram of Oriented Tracklets,
Hossein Mousavi, Moin Nabi, Hamed Kiani, Alessandro Perina, and Vittorio Murino.
ICIAP 2015.

Crowd Motion Monitoring Using Tracklet based Commotion Measure,
Hossein Mousavi, Moin Nabi, Hamed Kiani, Alessandro Perina, and Vittorio Murino.
ICIP 2015.

A Comparision of Crowd Commotion Measures from Generative Models,
Sadegh Mohammadi, Hamed Kiani, Alessandro Perina, and Vittorio Murino.
CVPR GROW workshop 2015.

Correlation Filters with Limited Boundaries,
Hamed Kiani, Terence Sim, and Simon Lucey.
CVPR 2015.

Multi-Channel Correlation Filters for Human Action Recognition,
Hamed Kiani, Terence Sim, and Simon Lucey.
IEEE International Conference on Image Processing (ICIP) 2014.

Multi-Channel Correlation Filters,
Hamed Kiani, Terence Sim, and Simon Lucey.
ICCV 2013.

Face Photo Retrieval by Sketch Example,
Hamed Kiani and Terence Sim.
ACM MultiMedia 2012.

Inter-modality Face Sketch Recognition,
Hamed Kiani and Terence Sim.
 IEEE International Conference on Multimedia & Expo (ICME) 2012.

Sketch Recognition by Local Radon Binary Pattern: LRBP,
Hamed Kiani and Terence Sim.
IEEE International Conference on Image Processing (ICIP) 2012.

Shape Classification Using Local and Global Features,
Kart Lim and Hamed Kiani.
Pacific-Rim Symposium on Image and Video Technology (PSIVT) 2010.

Tracking Groups of People in Presence of Occlusion,
Hamed Kiani.
Pacific-Rim Symposium on Image and Video Technology (PSIVT) 2010.

Projects

Visual Object Tracking

Face Detection and Recognition

Facial Landmark Detection

Video Analysis: Action and Abnormal Activities

Advanced Correlation Filters

Person Identification by Sketch Images

 

 

Selected Publications

Violence Detection in Crowded Scenes using Substantial Derivative,
Sadegh Mohammadi, Hamed Kiani, Alessandro Perina, and Vittorio Murino.
AVSS 2015.

 

Abnormality Detection with Improved Histogram of Oriented Tracklets,
Hossein Mousavi, Moin Nabi, Hamed Kiani, Alessandro Perina, and Vittorio Murino.
ICIAP 2015.

 

Crowd Motion Monitoring Using Tracklet based Commotion Measure,
Hossein Mousavi, Moin Nabi, Hamed Kiani, Alessandro Perina, and Vittorio Murino.
ICIP 2015.

 

A Comparision of Crowd Commotion Measures from Generative Models,
Sadegh Mohammadi, Hamed Kiani, Alessandro Perina, and Vittorio Murino.
CVPR GROW workshop 2015.

 

Correlation Filters with Limited Boundaries,
Hamed Kiani, Terence Sim, and Simon Lucey.
CVPR 2015.

 

Multi-Channel Correlation Filters for Human Action Recognition,
Hamed Kiani, Terence Sim, and Simon Lucey.
IEEE International Conference on Image Processing (ICIP) 2014.

Multi-Channel Correlation Filters,
Hamed Kiani, Terence Sim, and Simon Lucey.
ICCV 2013.

 

Face Photo Retrieval by Sketch Example,
Hamed Kiani and Terence Sim.
ACM MultiMedia 2012.

 

Inter-modality Face Sketch Recognition,
Hamed Kiani and Terence Sim.
 IEEE International Conference on Multimedia & Expo (ICME) 2012.

 

Sketch Recognition by Local Radon Binary Pattern: LRBP,
Hamed Kiani and Terence Sim.
IEEE International Conference on Image Processing (ICIP) 2012.

 

Shape Classification Using Local and Global Features,
Kart Lim and Hamed Kiani.
Pacific-Rim Symposium on Image and Video Technology (PSIVT) 2010.

 

Tracking Groups of People in Presence of Occlusion,
Hamed Kiani.
Pacific-Rim Symposium on Image and Video Technology (PSIVT) 2010.

 

iit Publications

Toward Robotic Socially Believable Behaving Systems - Volume II

2016 Detecting Abnormal Behavioral Patterns in Crowd Scenarios
*Mousavi H., *Galoogahi H K, *Perina A., *Murino V.
Toward Robotic Socially Believable Behaving Systems - Volume II, pp. 185-205, Springer, 978-3-319-31052-7

IEEE Winter Conference on Applications of Computer Vision 2016

2016 Correlation Filter Cascade for Facial Landmark Localization
*Galoogahi H K, Sim T
IEEE Winter Conference on Applications of Computer Vision 2016, pp. 1-8, IEEE, Lake Placid, NY, USA

IEEE Winter Conference on Applications of Computer Vision 2016

2016 Person re-identification using multiple first-person-views on wearable devices
Chakraborty A., Mandal B., *Galoogahi H K
IEEE Winter Conference on Applications of Computer Vision 2016, IEEE, Lake Placid, NY, USA

14th European Conference on Computer Vision

2016 Angry Crowds: Detecting violent Events in Videos
*Mohammadi S., *Perina A., *Galoogahi H K, *Murino V.
14th European Conference on Computer Vision, Amsterdam, The Netherlands

International Conference on Image Processing

2016 Person re-identification using sparse representation with manifold constraints
*Mirmahboub B, *Galoogahi H K, *Bhuiyan A., *Perina A., Zhang B., *Del Bue A., *Murino V.
International Conference on Image Processing, Phoenix, Arizona, USA

GRoup and crOWd behavior analysis and understanding

2015 A Comparison of Crowd Commotion Measures from Generative Models
*Mohammadi S., *Galoogahi H K, *Perina A., *Murino V.
GRoup and crOWd behavior analysis and understanding, Boston

IEEE International Conference on Image Processing

2015 Crowd Motion Monitoring Using Tracklet-based Commotion Measure
*Mousavi H., *Nabi M., *Galoogahi H K, *Perina A., *Murino V.
IEEE International Conference on Image Processing, Quebec City, Canada

18th International Conference on Image Analysis and Processing

2015 Abnormality detection with improved histogram of oriented tracklets
*Mousavi H., *Nabi M., *Galoogahi H K, *Perina A., *Murino V.
18th International Conference on Image Analysis and Processing, pp. 722-732, Genova, Italy, 7-11 September 2015

12th IEEE International Conference on Advanced Video and Signal Based Surveillance

2015 Violence Detection in Crowded Scenes using Substantial Derivative
*Mohammadi S., *Galoogahi H K, *Perina A., *Murino V.
12th IEEE International Conference on Advanced Video and Signal Based Surveillance, pp. 7-12, Karlsruhe.Germany

28th IEEE Conference on Computer Vision and Pattern Recognition

2015 Correlation Filters with Limited Boundaries
*Galoogahi H K, Sim T, Lucey S
28th IEEE Conference on Computer Vision and Pattern Recognition, Boston